The Migration That Took Down Production for 6 Hours
A story about database migrations, overconfidence, and why testing in staging is never enough. This failure taught me more than any successful deployment.
For Engineers Who Build
Build for problems, not frameworks or AI hype.
Not another tutorial. Not another hot take. Just the decisions, trade-offs, and hard-won lessons from building AI systems, architectures, and software that runs when it matters.
AI in Production — Real implementations, not demos
Architecture Decisions — Why, not just how
Failure Logs — Lessons from what broke
Signal Over Noise
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Content Writing Is Not Dead — It Just Changed Jobs
AI did not kill content writing. It killed commodity writing. The role shifted from writer to content architect — and that is a promotion, not a demotion.
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How AI is reshaping software development. What changes, what stays the same, and why experienced engineers matter more than ever in the AI era.
Future of Dev Will AI Replace Developers? Why It Creates More Instead
The counter-intuitive truth about AI and developer jobs. Why software demand explodes, non-developers need real engineers, and coding becomes directing.